Evidence map›Paper›PMID 36180437›Full record

ArticleNature communications2022

Inverse designed plasmonic metasurface with parts per billion optical hydrogen detection.

Ferry Anggoro Ardy Nugroho, Ping Bai, Iwan Darmadi, Gabriel W Castellanos, Joachim Fritzsche, Christoph Langhammer, Jaime Gómez Rivas, Andrea Baldi

Abstract read
In one paragraph

Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed.

  1. Article
  2. Cavity-Enhanced Eye-Readable Detection of 0.1% HAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  3. Article
  4. Flatland Metasurfaces for Optical Gas Sensing.Sensors (Basel, Switzerland) · 2026
    Review
  5. Intrinsically Safe Optical Fiber Hydrogen Sensor Using Pt-SiONanomaterials (Basel, Switzerland) · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
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  15. Article
  16. Article
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  19. Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ferry Anggoro Ardy Nugroho *Department of Physics and Astronomy, Vrije Universiteit Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands. ferryanggoroardynugroho@yahoo.com.ORCID http://orcid.org/0000-0001-5571-0454
Ping Bai *Department of Applied Physics and Eindhoven Hendrik Casimir Institute, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands.
Iwan Darmadi *Department of Physics, Chalmers University of Technology, 412 96, Göteborg, Sweden.ORCID http://orcid.org/0000-0002-5921-9336
Gabriel W CastellanosDepartment of Applied Physics and Eindhoven Hendrik Casimir Institute, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands.ORCID http://orcid.org/0000-0001-8438-0941
Joachim FritzscheDepartment of Physics, Chalmers University of Technology, 412 96, Göteborg, Sweden.ORCID http://orcid.org/0000-0001-8660-2624
Christoph LanghammerDepartment of Physics, Chalmers University of Technology, 412 96, Göteborg, Sweden. clangham@chalmers.se.ORCID http://orcid.org/0000-0003-2180-1379
Jaime Gómez RivasDepartment of Applied Physics and Eindhoven Hendrik Casimir Institute, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands. j.gomez.rivas@tue.nl.ORCID http://orcid.org/0000-0002-8038-0968
Andrea BaldiDepartment of Physics and Astronomy, Vrije Universiteit Amsterdam, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands. a.baldi@vu.nl.ORCID http://orcid.org/0000-0001-9044-9378

Funding

EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions) 101028262Energimyndigheten (Swedish Energy Agency) 49103-1Knut och Alice Wallenbergs Stiftelse (Knut and Alice Wallenberg Foundation) 2016.0210Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) 680-47-550Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) 680-47-628Stiftelsen för Strategisk Forskning (Swedish Foundation for Strategic Research) RMA15-0052
6 · The paper itself

Abstract

Plasmonic sensors rely on optical resonances in metal nanoparticles and are typically limited by their broad spectral features. This constraint is particularly taxing for optical hydrogen sensors, in which hydrogen is absorbed inside optically-lossy Pd nanostructures and for which state-of-the-art detection limits are only at the low parts-per-million (ppm) range. Here, we overcome this limitation by inversely designing a plasmonic metasurface based on a periodic array of Pd nanoparticles. Guided by a particle swarm optimization algorithm, we numerically identify and experimentally demonstrate a sensor with an optimal balance between a narrow spectral linewidth and a large field enhancement inside the nanoparticles, enabling a measured hydrogen detection limit of 250 parts-per-billion (ppb). Our work significantly improves current plasmonic hydrogen sensor capabilities and, in a broader context, highlights the power of inverse design of plasmonic metasurfaces for ultrasensitive optical (gas) detection.

Identifiers

PMID36180437
PMCPMC9525276

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.